BriefGPT.xyz
May, 2024
为什么上下文学习转换器是表格数据分类器
Why In-Context Learning Transformers are Tabular Data Classifiers
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Felix den Breejen, Sangmin Bae, Stephen Cha, Se-Young Yun
TL;DR
通过对合成数据进行预训练的ICL-transformer在创建复杂的决策边界方面具有优势,并且在表格数据分类上达到了最新的技术水平。
Abstract
The recently introduced
tabpfn
pretrains an
in-context learning
(ICL) transformer on synthetic data to perform
tabular data classification
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